Rita Sevastjanova

According to our database, Rita Sevastjanova authored at least 25 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The use of Active Learning systems for stimulus selection and response modelling in perception experiments.

Marieke Einfeldt, Rita Sevastjanova, Katharina Zahner-Ritter, Ekaterina Kazak, Bettina Braun

Comput. Speech Lang., January, 2024

generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation.

Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Mennatallah El-Assady

CoRR, 2024

SyntaxShap: Syntax-aware Explainability Method for Text Generation.

Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady

CoRR, 2024

2023

<i>MediCoSpace</i>: Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs.

Sanne van der Linden, Rita Sevastjanova, Mathias Funk, Mennatallah El-Assady

ACM Trans. Manag. Inf. Syst., June, 2023

Visual Comparison of Language Model Adaptation.

Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady

IEEE Trans. Vis. Comput. Graph., 2023

Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges.

Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Andreas Spitz, Mennatallah El-Assady

CoRR, 2023

2022

VisInReport: Complementing Visual Discourse Analytics Through Personalized Insight Reports.

Rita Sevastjanova, Mennatallah El-Assady, Adam Bradley, Christopher Collins, Miriam Butt, Daniel A. Keim

IEEE Trans. Vis. Comput. Graph., 2022

Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language.

Rita Sevastjanova, Mennatallah El-Assady

CoRR, 2022

LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores.

Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Hauptmann, Mennatallah El-Assady

Comput. Graph. Forum, 2022

Negation, Coordination, and Quantifiers in Contextualized Language Models.

Aikaterini-Lida Kalouli, Rita Sevastjanova, Christin Beck, Maribel Romero

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling.

Rita Sevastjanova, Wolfgang Jentner, Fabian Sperrle, Rebecca Kehlbeck, Jürgen Bernard, Mennatallah El-Assady

ACM Trans. Interact. Intell. Syst., 2021

CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling.

Maximilian T. Fischer, Daniel Seebacher, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady

Comput. Graph. Forum, 2021

Reliable Estimates of Interpretable Cue Effects with Active Learning in Psycholinguistic Research.

Marieke Einfeldt, Rita Sevastjanova, Katharina Zahner-Ritter, Ekaterina Kazak, Bettina Braun

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration.

Thilo Spinner, Udo Schlegel, Martin Schall, Fabian Sperrle, Rita Sevastjanova, Beatrice Gobbo, Julius Rauscher, Mennatallah El-Assady, Daniel A. Keim

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Explaining Contextualization in Language Models using Visual Analytics.

Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Schäfer, Mennatallah El-Assady

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

XplaiNLI: Explainable Natural Language Inference through Visual Analytics.

Aikaterini-Lida Kalouli, Rita Sevastjanova, Valeria de Paiva, Richard S. Crouch, Mennatallah El-Assady

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Visual Analytics of Conversational Dynamics.

Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady

Proceedings of the 10th International EuroVis Workshop on Visual Analytics, 2019

VIANA: Visual Interactive Annotation of Argumentation.

Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady

Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019

N.E.A.T. - Novel Emergency Analysis Tool.

Wolfgang Jentner, Juri Buchmüller, Fabian Sperrle, Rita Sevastjanova, Thilo Spinner, Udo Schlegel, Dirk Streeb, Hanna Schäfer

Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019

lingvis.io - A Linguistic Visual Analytics Framework.

Mennatallah El-Assady, Wolfgang Jentner, Fabian Sperrle, Rita Sevastjanova, Annette Hautli-Janisz, Miriam Butt, Daniel A. Keim

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

ParHistVis: Visualization of Parallel Multilingual Historical Data.

Aikaterini-Lida Kalouli, Rebecca Kehlbeck, Rita Sevastjanova, Katharina Kaiser, Georg A. Kaiser, Miriam Butt

Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change, 2019

2018

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework.

Mennatallah El-Assady, Rita Sevastjanova, Fabian Sperrle, Daniel A. Keim, Christopher Collins

IEEE Trans. Vis. Comput. Graph., 2018

ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics.

Mennatallah El-Assady, Rita Sevastjanova, Daniel A. Keim, Christopher Collins

Comput. Graph. Forum, 2018

LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results.

Mennatallah El-Assady, Fabian Sperrle, Rita Sevastjanova, Michael Sedlmair, Daniel A. Keim

Proceedings of the 2018 International Symposium on Big Data Visual and Immersive Analytics, 2018

2017

NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations.

Mennatallah El-Assady, Rita Sevastjanova, Bela Gipp, Daniel A. Keim, Christopher Collins

Comput. Graph. Forum, 2017